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Characterization of Historical Aerosol Optical Depth Dynamics Using LSTM and Peak Enhancement Techniques

This study addresses the challenges of characterizing aerosol optical depth (AOD) dynamics from satellite observations, which are often hindered by data gaps and variability. A long short-term memory (LSTM) network was trained on an extended AOD dataset from Sicily to capture temporal patterns. The...

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Detaylı Bibliyografya
Asıl Yazarlar: Horia-Alexandru Cămărășan, Alexandru Mereuță, Lucia-Timea Deaconu, Horațiu-Ioan Ștefănie, Andrei-Titus Radovici, Camelia Botezan, Zoltán Török, Nicolae Ajtai
Materyal Türü: Artigo
Dil:Inglês
Baskı/Yayın Bilgisi: MDPI AG 2025-06-01
Seri Bilgileri:Atmosphere
Konular:
Online Erişim:https://www.mdpi.com/2073-4433/16/6/743
Etiketler: Etiketle
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